System Operational — v2.4.1

Priorly

// The Prior Art Layer

Computer vision infrastructure for IP screening. Detect trademark conflicts and surface visually similar patent figures before they become legal risk.

priorly-cli — trademark-scan
$ priorly scan --input logo.png --corpus trademarks
 
Scanning 3,247,891 registered marks...
Vector embedding: 512-dim, model v2.4
 
Match #1 similarity: 0.94 class: 09 REVIEW
US Serial 97-204831 — "PRISMATIC LABS"
Match #2 similarity: 0.87 class: 42 REVIEW
EU TM 018723456 — "PRIORTECH GROUP"
Match #3 similarity: 0.31 class: 09 CLEAR
US Serial 90-118273 — "PRIORITY ONE SYS"
 
Scan complete — 1.4s — 2 flags, 1 clear

3.2M

Trademarks Indexed

11M+

Patent Figures

<2s

Query Latency

$0

Onboarding Cost

// Products

Detection Infrastructure

Two core products covering the full spectrum of visual IP screening — from registered marks to patent prior art.

Trademark Detection

LIVE

Real-time visual similarity search across 3.2M+ registered trademarks from USPTO, EUIPO, and WIPO databases.

Corpus3.2M marks
ClassesAll 45 Nice classes
Latency< 1.8s p95
ModelCLIP-TM v2.4
OutputTop-K + similarity score

Patent Visual Search

BETA

Surface visually similar patent figures and technical drawings from 11M+ indexed patent documents.

Corpus11M+ figures
SourcesUSPTO, EPO, WIPO
Latency< 2.1s p95
ModelCLIP-PAT v1.2
OutputTop-K + claim mapping

// Technology

Architecture

A four-stage pipeline from raw corpus to detection result.

Node 01

Public Corpus

USPTO, EUIPO, WIPO trademark and patent databases. Continuously synced.

Node 02

Vision Model

CLIP-based encoders fine-tuned on IP imagery. 512-dim embeddings.

Node 03

Vector Index

HNSW index over 14M+ vectors. Sub-second approximate nearest neighbor.

Node 04

Detection API

REST + gRPC endpoints. Auth, rate limiting, webhook callbacks.

↓ → ↓ → ↓ → ↓ (pipeline flow)

// Early Access

Join the Waitlist

Get early access to Priorly's detection infrastructure. No onboarding fee, no commitment.